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cs.CV2026

Direct 3D-Aware Object Insertion via Decomposed Visual Proxies

Jingbo Gong, Yikai Wang, Yushi Lan +6

Object insertion aims to seamlessly composite a reference object into a specified region of a background image. Recent diffusion-based methods achieve high visual quality but formu…

cs.CV2026

4RC: 4D Reconstruction via Conditional Querying Anytime and Anywhere

Yihang Luo, Shangchen Zhou, Yushi Lan +2

We present 4RC, a unified feed-forward framework for 4D reconstruction from monocular videos. Unlike existing approaches that typically decouple motion from geometry or produce lim…

cs.CV2025

Zero-Shot Video Translation and Editing with Frame Spatial-Temporal Correspondence

Shuai Yang, Junxin Lin, Yifan Zhou +2

The remarkable success in text-to-image diffusion models has motivated extensive investigation of their potential for video applications. Zero-shot techniques aim to adapt image di…

cs.CV2025

STream3R: Scalable Sequential 3D Reconstruction with Causal Transformer

Yushi Lan, Yihang Luo, Fangzhou Hong +7

We present STream3R, a novel approach to 3D reconstruction that reformulates pointmap prediction as a decoder-only Transformer problem. Existing state-of-the-art methods for multi-…

cs.CV2025

GausSim: Foreseeing Reality by Gaussian Simulator for Elastic Objects

Yidi Shao, Mu Huang, Chen Change Loy +1

We introduce GausSim, a novel neural network-based simulator designed to capture the dynamic behaviors of real-world elastic objects represented through Gaussian kernels. We levera…

cs.CV2025

Trans-Adapter: A Plug-and-Play Framework for Transparent Image Inpainting

Yuekun Dai, Haitian Li, Shangchen Zhou +1

RGBA images, with the additional alpha channel, are crucial for any application that needs blending, masking, or transparency effects, making them more versatile than standard RGB…